Tech powered education in Medicine
Powering physicians, students, and scientists to stand at the intersection of advancing technologies and medicine
Components of AI
Lecture
35 min.
Beginner
Even if you think of 'AI' as a black box, there are some supporting cast members that make the whole process work. Add …
Confusion Matrices
Lecture
21 min.
Intermediate
Confusion matrices are a core concept for evaluating both machine learning models and diagnostic tests. This will most …
Bayesian Statistics and Thinking
Lecture
18 min.
Intermediate
The prior may be you have never heard of Bayes theorem... the posterior is you will love it!
Introduction
Lecture
Beginner
Just a quick primer to set the stage!
Pandas Tutorial 2
Basic Notebook
32 min.
Intermediate
Continue learning more about the basic moves and techniques in Pandas!
R: Tidyverse
Basic Notebook
Advanced
Get up to speed with using the Tidyverse package in R.
Pandas Tutorial 1
Basic Notebook
38 min.
Intermediate
Learn the basic building blocks of data science and how to work with the computational tools at your disposal
Examining the Utility of Risk Scores
Basic Notebook
7 min.
We discuss here the concept of risk scores and how Obermeyer et.al identified bias in this metric.
VQ Scan Analysis
Project
13 min.
Automate the analysis of VQ scans using Python and basic CV techniques
Heart Stroke: Exploring Data
Project
1 hr. 2 min.
Intermediate
Learn how to do data exploration on this dataset and apply it to your own!
Hospital Readmissions: XGBoost
Project
59 min.
Advanced
Use the XGBoost model to try and improve our ability to predict hospital readmissions from clinical data!
MRN Generator
Project
35 min.
Beginner
Practice the Python basics as we build an algorithm that will make random MRNs for us!
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Learning students
17094
Coding cells executed
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Lessons completed
Whether you want to code, review, or just bag a certificate, Code Grand Rounds works for you.
We hope you'll join us.
What is Code Grand Rounds?
Code Grand Rounds is an educational platform tailored toward medical students, physicians, and scientists. We offer our own tailored and peer-reviewed content, as well as community-contributed content spanning data science, statistics, machine learning, and more.
Who is Code Grand Rounds for?
Code Grand Rounds is for anyone interested in science, medicine, and technology.
How do I use Code Grand Rounds?
If you're here to learn, we encourage you to sign up and enroll in a Track you find interesting! If you're here to teach, sign up and check out the Create tab to begin creating your own content.
I'm a healthcare professional (physician, medical student, scientist). Why would it help for me to understand more about technology?
As a healthcare professional, you know how important technology is in medicine. Here at Code Grand Rounds, we firmly believe any technology-based solutions in healthcare should be driven by those with medical training first and foremost. By engaging in our content, you can contribute to these efforts, and grow in your ability to improve patient health and wellbeing.
I don't work in medicine, science, or research. Can I use Code Grand Rounds?
Absolutely. Much of what we teach is applicable to other curriculums or professional pursuits. While we intend to expand our curricular offerings to other groups, we are still in progress!
Is learning to code hard?
No! There may be a learning curve, but we promise you can do it. If you took the initiative to come to Code Grand Rounds, you are more than capable of learning to code.
I have more questions. How can I find answers?
Make a post on the Forums! We'll see it and reply as soon as we can.
Want to learn more? Check out the docs.